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Deep Learning and Reinforcement Learning

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Certification

Deep Learning and Reinforcement Learning

This course will introduce you to Deep Learning and Reinforcement Learning, two of the most popular disciplines in Machine Learning.

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Description

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Skills

Unsupervised LearningSupervised LearningClusteringReinforcement LearningPython ProgrammingDeep LearningData CleaningData ScienceArtificial IntelligenceMachine LearningNeural Network

Learning Goals

You will learn about the theory behind Neural Networks, which are the basis of Deep Learning, as well as several modern architectures of Deep Learning
Recurrent Neural Networks and Long-Short Term Memory Networks
You will learn some Deep learning-based techniques for data representation, how autoencoders work, and to describe the use of trained autoencoders for image applications
You will learn about Generative Adversarial Networks

Course Content

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Instructors

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Mark J Grover

Digital Content Delivery Lead

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Miguel Maldonado

Machine Learning Curriculum Developer

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Course Overview

Instructor-Moderated Discussions

Post course interactions

International faculty

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Course Cover

This course includes

Duration

14 hours
Video Content
14 hours
Level
Intermediate
Instruction Type
Self Paced
Delivery Method
Online
Available on
Desktop, Laptop
Accessibility
Limited Access
Language
English
Subtitles
English
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